2001-2022 global gross primary productivity dataset using an ensemble model based on random forest
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This is an ensemble model-based GPP dataset (ERF_GPP). Direct validation from FLUXNET2015 shows that ERF_GPP can explain 83.7% of the GPP monthly variation, and it improves the phenomenon of "high value underestimation and low value overestimation" in GPP estimation to some extent. In addition, this dataset has good generalization. The spatial resolution of ERF_GPP is 0.05° and the temporal resolution is monthly.
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figshare创建时间:
2023-12-15



